LLMs are powerful, but they're limited by their training data and lack access to your organization's private information. In this course, you'll master Retrieval-Augmented Generation (RAG), the industry-standard architecture for giving AI access to proprietary knowledge.

You'll also explore advanced techniques, including RAG over relational databases (Text-to-SQL) and GraphRAG, to improve accuracy and reduce errors. Through hands-on projects, you'll develop production-ready RAG applications that ground AI responses in trusted, up-to-date information while dramatically reducing hallucinations.

 

How It Works

Course Length
2 weeks

Effort
8 to 10 hours of study per week

Format
100% online, instructor-led
  • Software engineers and developers
  • Data scientists and analysts
  • Machine learning engineers
  • AI and NLP Practitioners
  • Technical product managers
  • CTO and tech executives
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